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  • May 2022 (Revised June 2024)
  • Case

LOOP: Driving Change in Auto Insurance Pricing

By: Elie Ofek and Alicia Dadlani
John Henry and Carey Anne Nadeau, co-founders and co-CEOs of LOOP, an insurtech startup based in Austin, Texas, were on a mission to modernize the archaic $250 billion automobile insurance market. They sought to create equitably priced insurance by eliminating pricing... View Details
Keywords: AI and Machine Learning; Technological Innovation; Equality and Inequality; Prejudice and Bias; Growth and Development Strategy; Customer Relationship Management; Price; Insurance Industry; Financial Services Industry
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  • 01 Jun 2023
  • News

From Big Pharma to Startup

Hunter Goble (MBA 2022) did not enroll in Harvard Business School with dreams of becoming an entrepreneur. After earning his MBA, Goble intended to return to Eli Lilly to continue to work building brands and launching products. He envisioned himself leading a big,... View Details
Keywords: April White
  • 05 Dec 2017
  • First Look

First Look at New Research and Ideas, December 5, 2017

methodologies such as machine learning. We highlight the importance of distinguishing between which customers are at risk and which should be targeted—as they are not necessarily the same customers. We identify trade-offs between reactive... View Details
Keywords: Sean Silverthorne
  • April 12, 2023
  • Article

Using AI to Adjust Your Marketing and Sales in a Volatile World

By: Das Narayandas and Arijit Sengupta
Why are some firms better and faster than others at adapting their use of customer data to respond to changing or uncertain marketing conditions? A common thread across faster-acting firms is the use of AI models to predict outcomes at various stages of the customer... View Details
Keywords: Forecasting and Prediction; AI and Machine Learning; Consumer Behavior; Technology Adoption; Competitive Advantage
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  • 01 Jun 2024
  • News

Leveraging Generative AI

about half of the class never or rarely used it, saying that they wanted to figure out the concepts themselves. The rest of the class used it sometimes or frequently, primarily to understand statistical or machine View Details
Keywords: Jennifer Gillespie
  • March 2023 (Revised March 2024)
  • Case

Accelerating AI Adoption in the U.S. Air Force

By: Maria P. Roche and Alexander Farrow
In August 2022, the Pentagon tasked U.S. Air Force Captain Victor Lopez to launch a new office for AFWERX, an Air Force innovation unit that leveraged commercial developers and military talent to acquire advanced technologies. This task was particularly arduous because... View Details
Keywords: Technological Innovation; Organizational Design; AI and Machine Learning; Adoption; Technology Adoption; United States
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  • 18 Dec 2019
  • Book

6 Skills That Wise Companies Harness for World-Changing Innovation

Takeuchi says he’s hopeful that Japanese firms will start to take advantage of machine learning and other technologies that Western companies are embracing. But as large companies begin to take greater... View Details
Keywords: by Kristen Senz
  • 22 Dec 2022
  • Blog Post

TOP 10 MBA VOICES BLOGS OF 2022

problem in 2016 was autonomous vehicles and I was fortunate enough to join Ford as a Machine Learning Researcher. I wrote software, generated intellectual property, and talked about autonomous vehicles in... View Details
  • 06 Jul 2020
  • Research & Ideas

The Right Way to Manage Customer Churn for Maximum Profit

the example of an online retailer who suddenly sees a monthly shopper stop buying for two months. “Customers just stop using the service but don’t have to tell the company.” In order to manage churn, companies typically use machine View Details
Keywords: by Michael Blanding; Retail; Service; Financial Services
  • February 2020
  • Technical Note

Talent Management and the Future of Work

By: William R. Kerr and Gorick Ng
The nature of work is changing—and it is changing rapidly. Few days go by without industry giants such as Amazon and AT&T announcing plans to invest billions of dollars towards retraining nearly half of their respective workforces for jobs of the future. What changes... View Details
Keywords: Human Resource Management; Human Capital Development; Human Resource Practices; Talent; Talent Acquisition; Talent Development; Talent Development And Retention; Talent Management; Talent Retention; Labor Flows; Labor Management; Labor Market; Strategy Development; Strategy Management; Strategy Execution; Strategy And Execution; Strategic Change; Transformations; Organization; Organization Alignment; Organization Design; Organizational Adaptation; Organizational Effectiveness; Management Challenges; Management Of Business And Political Risk; Change Leadership; Future Of Work; Future; Skills Gap; Skills Development; Skills; Offshoring And Outsourcing; Investment; Capital Allocation; Work; Work Culture; Work Force Management; Work/life Balance; Work/family Balance; Work-family Boundary Management; Workers; Worker Productivity; Worker Performance; Work Engagement; Work Environment; Work Environments; Productivity; Organization Culture; Soft Skills; Technology Management; Technological Change; Technological Change: Choices And Consequences; Technology Diffusion; Disruptive Technology; Global Business; Global; Workplace; Workplace Context; Workplace Culture; Workplace Wellness; Collaboration; Competencies; Productivity Gains; Digital; Digital Transition; Competitive Dynamics; Competitiveness; Competitive Strategy; Data Analytics; Data; Data Management; Data Strategy; Data Protection; Aging Society; Diversity; Diversity Management; Millennials; Communication Complexity; Communication Technologies; International Business; Work Sharing; Global Competitiveness; Global Corporate Cultures; Intellectual Property; Intellectual Property Management; Intellectual Property Protection; Intellectual Capital And Property Issues; Globalization Of Supply Chain; Inequality; Recruiting; Hiring; Hiring Of Employees; Training; Job Cuts And Outsourcing; Job Performance; Job Search; Job Design; Job Satisfaction; Jobs; Employee Engagement; Employee Attitude; Employee Benefits; Employee Compensation; Employee Fairness; Employee Relationship Management; Employee Retention; Employee Selection; Employee Motivation; Employee Feedback; Employee Coordination; Employee Performance Management; Employee Socialization; Process Improvement; Application Performance Management; Stigma; Institutional Change; Candidates; Digital Enterprise; Cultural Adaptation; Cultural Change; Cultural Diversity; Cultural Context; Cultural Strategies; Cultural Psychology; Cultural Reform; Performance; Performance Effectiveness; Performance Management; Performance Evaluation; Performance Appraisal; Performance Feedback; Performance Measurement; Performance Metrics; Performance Measures; Performance Efficiency; Efficiency; Performance Analysis; Performance Appraisals; Performance Improvement; Automation; Artificial Intelligence; Technology Companies; Managerial Processes; Skilled Migration; Assessment; Human Resources; Management; Human Capital; Talent and Talent Management; Retention; Demographics; Labor; Strategy; Change; Change Management; Transformation; Organizational Change and Adaptation; Organizational Culture; Working Conditions; Information Technology; Technology Adoption; Disruption; Economy; Competition; Globalization; AI and Machine Learning; Digital Transformation
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  • Research Summary

Overview

By: Ashley V. Whillans
Engaged with field work in East Africa, South Asia, and in several large hybrid organizations in the United States, Professor Whillans places a focus on exploring questions with strong theoretical motivation in the social psychological literature and relevant... View Details
  • November–December 2023
  • Article

Keep Your AI Projects on Track

By: Iavor Bojinov
AI—and especially its newest star, generative AI—is today a central theme in corporate boardrooms, leadership discussions, and casual exchanges among employees eager to supercharge their productivity. Sadly, beneath the aspirational headlines and tantalizing potential... View Details
Keywords: Generative Models; AI and Machine Learning; Success; Failure; Product Development; Technology Adoption
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  • 25 May 2021
  • Research & Ideas

White Airbnb Hosts Earn More. Can AI Shrink the Racial Gap?

Airbnb began offering a free tool to help all hosts set reasonable rates. The real-time, “smart pricing” program uses machine learning to automatically adjust the property’s nightly fees by considering a... View Details
Keywords: by Lane Lambert; Technology; Accommodations
  • 06 Aug 2019
  • Blog Post

Entrepreneurship and Global Capitalism - Discovering the Business of Storytelling

entirely new.   One of the best parts about HBS is its business history classes. Entrepreneurship and Global Capitalism — better known as EGC — follows different entrepreneurs around the world, one case at a time. What led to success? To failure? What can we View Details
  • 01 Dec 2022
  • News

Future Vision

created by Professor Mitch Weiss for students in The Entrepreneurial Manager. In class, students negotiate terms for a pool of VC money. The simulation draws on PitchBook data from real pitches, and it uses AI and machine View Details
Keywords: Brian Kenny; Educational Support Services; Educational Services
  • Web

Invention of the Polarizer - Edwin H. Land & Polaroid | Harvard Business School

Clubs Faculty & Research Business & Environment Business History Christensen Center for Teaching & Learning Entrepreneurship Faculty & Research Global Healthcare HBS Working Knowledge Institute for Strategy & Competitiveness Leadership... View Details
  • Web

In the News - Creating Emerging Markets

Machine Learning Teaches Us about CEO Leadership Style Tarun Khanna and Prithwiraj Choudhury use machine-learning technology to look for links between a CEO's communications style and company performance. 06... View Details
  • 01 Jun 2022
  • News

A Sustainable Solution for Fashion

Ferdinand Stockmann (MBA 2021), who previously worked at Boston Consulting Group and has a background in the technical side of supply chain management, created Syrup Tech, a predictive software that drives inventory excellence, powered by View Details
Keywords: April White
  • 15 May 2017
  • Sharpening Your Skills

The Promises and Limitations of Big Data

services firms are using digital information about their customers to offer them a whole new range of customized products under the category of fintech. Cities are using data from Google Street View to guide economic development. And companies are finding that in some... View Details
Keywords: by Sean Silverthorne; Financial Services; Utilities; Public Administration; Health
  • Web

Involvement in Faculty & Student Ventures | About

longer modular programs such as OPM is challenging, as participants may spread out the completion of the program over multiple years, and many assume a key benefit of coming to HBS is access to faculty members who will help them implement what they are View Details